{"id":"W4294816885","doi":"10.3138/canlivj-2022-0020","title":"Exploring provider roles, continuity, and mental models in cirrhosis care: A qualitative study","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Continuity of care; Qualitative research; Psychology; Mental model; Medicine; Nursing; Sociology; Health care; Cognitive science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001468876,0.0001100934,0.0001905959,0.0003214928,0.002086689,0.00005098187,0.000152031,0.00003101692,0.0005560746],"category_scores_gemma":[0.00004080579,0.0001135579,0.00002623403,0.0001736957,0.00002536056,0.0006795644,0.00009565271,0.001327135,0.000006900867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429354,"about_ca_system_score_gemma":0.0009826669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1546307,"about_ca_topic_score_gemma":0.4875958,"domain_scores_codex":[0.9968746,0.001881512,0.0003221284,0.0001910788,0.0002572535,0.0004734309],"domain_scores_gemma":[0.9989973,0.0002222407,0.0001730232,0.0001011827,0.00008027889,0.0004259861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007566973,0.00004970784,0.03039785,0.00002447147,0.00003650689,0.0001870987,0.9575342,0.00004673276,0.000004473598,0.0003318068,0.004195203,0.00711628],"study_design_scores_gemma":[0.001193229,0.0002377231,0.0138308,0.00006979725,0.0000245283,0.00003704645,0.950349,0.0001305185,3.578424e-7,0.000444829,0.03354606,0.0001361138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907507,0.002315344,0.000003778262,0.002316747,0.0008031587,0.0006287799,0.00006997653,0.000008971342,0.003102546],"genre_scores_gemma":[0.9984604,0.0001247415,0.00006606153,0.0006107696,0.0001446546,0.0001525827,0.00000448548,0.00001950981,0.0004168507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329651,"threshold_uncertainty_score":0.9992124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757354042546698,"score_gpt":0.4222871774464135,"score_spread":0.2465517731917437,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}